// Auto-generated file. Do not edit! // Template: src/f32-dwconv/unipass-neon.c.in // Generator: tools/xngen // // Copyright 2019 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #include #include #include void xnn_f32_dwconv_minmax_ukernel_25p16c__neonfma_acc2( size_t channels, size_t output_width, const float** input, const float* weights, float* output, intptr_t input_stride, size_t output_increment, size_t input_offset, const float* zero, const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(channels != 0); assert(output_width != 0); const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max); const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.min); do { const float* i0 = input[0]; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const float*) ((uintptr_t) i0 + input_offset); } const float* i1 = input[1]; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const float*) ((uintptr_t) i1 + input_offset); } const float* i2 = input[2]; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const float*) ((uintptr_t) i2 + input_offset); } const float* i3 = input[3]; assert(i3 != NULL); if XNN_UNPREDICTABLE(i3 != zero) { i3 = (const float*) ((uintptr_t) i3 + input_offset); } const float* i4 = input[4]; assert(i4 != NULL); if XNN_UNPREDICTABLE(i4 != zero) { i4 = (const float*) ((uintptr_t) i4 + input_offset); } const float* i5 = input[5]; assert(i5 != NULL); if XNN_UNPREDICTABLE(i5 != zero) { i5 = (const float*) ((uintptr_t) i5 + input_offset); } const float* i6 = input[6]; assert(i6 != NULL); if XNN_UNPREDICTABLE(i6 != zero) { i6 = (const float*) ((uintptr_t) i6 + input_offset); } const float* i7 = input[7]; assert(i7 != NULL); if XNN_UNPREDICTABLE(i7 != zero) { i7 = (const float*) ((uintptr_t) i7 + input_offset); } const float* i8 = input[8]; assert(i8 != NULL); if XNN_UNPREDICTABLE(i8 != zero) { i8 = (const float*) ((uintptr_t) i8 + input_offset); } const float* i9 = input[9]; assert(i9 != NULL); if XNN_UNPREDICTABLE(i9 != zero) { i9 = (const float*) ((uintptr_t) i9 + input_offset); } const float* i10 = input[10]; assert(i10 != NULL); if XNN_UNPREDICTABLE(i10 != zero) { i10 = (const float*) ((uintptr_t) i10 + input_offset); } const float* i11 = input[11]; assert(i11 != NULL); if XNN_UNPREDICTABLE(i11 != zero) { i11 = (const float*) ((uintptr_t) i11 + input_offset); } const float* i12 = input[12]; assert(i12 != NULL); if XNN_UNPREDICTABLE(i12 != zero) { i12 = (const float*) ((uintptr_t) i12 + input_offset); } const float* i13 = input[13]; assert(i13 != NULL); if XNN_UNPREDICTABLE(i13 != zero) { i13 = (const float*) ((uintptr_t) i13 + input_offset); } const float* i14 = input[14]; assert(i14 != NULL); if XNN_UNPREDICTABLE(i14 != zero) { i14 = (const float*) ((uintptr_t) i14 + input_offset); } const float* i15 = input[15]; assert(i15 != NULL); if XNN_UNPREDICTABLE(i15 != zero) { i15 = (const float*) ((uintptr_t) i15 + input_offset); } const float* i16 = input[16]; assert(i16 != NULL); if XNN_UNPREDICTABLE(i16 != zero) { i16 = (const float*) ((uintptr_t) i16 + input_offset); } const float* i17 = input[17]; assert(i17 != NULL); if XNN_UNPREDICTABLE(i17 != zero) { i17 = (const float*) ((uintptr_t) i17 + input_offset); } const float* i18 = input[18]; assert(i18 != NULL); if XNN_UNPREDICTABLE(i18 != zero) { i18 = (const float*) ((uintptr_t) i18 + input_offset); } const float* i19 = input[19]; assert(i19 != NULL); if XNN_UNPREDICTABLE(i19 != zero) { i19 = (const float*) ((uintptr_t) i19 + input_offset); } const float* i20 = input[20]; assert(i20 != NULL); if XNN_UNPREDICTABLE(i20 != zero) { i20 = (const float*) ((uintptr_t) i20 + input_offset); } const float* i21 = input[21]; assert(i21 != NULL); if XNN_UNPREDICTABLE(i21 != zero) { i21 = (const float*) ((uintptr_t) i21 + input_offset); } const float* i22 = input[22]; assert(i22 != NULL); if XNN_UNPREDICTABLE(i22 != zero) { i22 = (const float*) ((uintptr_t) i22 + input_offset); } const float* i23 = input[23]; assert(i23 != NULL); if XNN_UNPREDICTABLE(i23 != zero) { i23 = (const float*) ((uintptr_t) i23 + input_offset); } const float* i24 = input[24]; assert(i24 != NULL); if XNN_UNPREDICTABLE(i24 != zero) { i24 = (const float*) ((uintptr_t) i24 + input_offset); } input = (const float**) ((uintptr_t) input + input_stride); size_t c = channels; const float* w = weights; for (; c >= 16; c -= 16) { float32x4_t vacc0123p0 = vld1q_f32(w); w += 4; float32x4_t vacc4567p0 = vld1q_f32(w); w += 4; float32x4_t vacc89ABp0 = vld1q_f32(w); w += 4; float32x4_t vaccCDEFp0 = vld1q_f32(w); w += 4; const float32x4_t vi0x0123 = vld1q_f32(i0); i0 += 4; const float32x4_t vi0x4567 = vld1q_f32(i0); i0 += 4; const float32x4_t vi0x89AB = vld1q_f32(i0); i0 += 4; const float32x4_t vi0xCDEF = vld1q_f32(i0); i0 += 4; const float32x4_t vk0x0123 = vld1q_f32(w); w += 4; const float32x4_t vk0x4567 = vld1q_f32(w); w += 4; const float32x4_t vk0x89AB = vld1q_f32(w); w += 4; const float32x4_t vk0xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi0x4567, vk0x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi0x89AB, vk0x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi0xCDEF, vk0xCDEF); const float32x4_t vi1x0123 = vld1q_f32(i1); i1 += 4; const float32x4_t vi1x4567 = vld1q_f32(i1); i1 += 4; const float32x4_t vi1x89AB = vld1q_f32(i1); i1 += 4; const float32x4_t vi1xCDEF = vld1q_f32(i1); i1 += 4; const float32x4_t vk1x0123 = vld1q_f32(w); w += 4; const float32x4_t vk1x4567 = vld1q_f32(w); w += 4; const float32x4_t vk1x89AB = vld1q_f32(w); w += 4; const float32x4_t vk1xCDEF = vld1q_f32(w); w += 4; float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123); float32x4_t vacc4567p1 = vmulq_f32(vi1x4567, vk1x4567); float32x4_t vacc89ABp1 = vmulq_f32(vi1x89AB, vk1x89AB); float32x4_t vaccCDEFp1 = vmulq_f32(vi1xCDEF, vk1xCDEF); const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4; const float32x4_t vi2x4567 = vld1q_f32(i2); i2 += 4; const float32x4_t vi2x89AB = vld1q_f32(i2); i2 += 4; const float32x4_t vi2xCDEF = vld1q_f32(i2); i2 += 4; const float32x4_t vk2x0123 = vld1q_f32(w); w += 4; const float32x4_t vk2x4567 = vld1q_f32(w); w += 4; const float32x4_t vk2x89AB = vld1q_f32(w); w += 4; const float32x4_t vk2xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi2x4567, vk2x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi2x89AB, vk2x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi2xCDEF, vk2xCDEF); const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4; const float32x4_t vi3x4567 = vld1q_f32(i3); i3 += 4; const float32x4_t vi3x89AB = vld1q_f32(i3); i3 += 4; const float32x4_t vi3xCDEF = vld1q_f32(i3); i3 += 4; const float32x4_t vk3x0123 = vld1q_f32(w); w += 4; const float32x4_t vk3x4567 = vld1q_f32(w); w += 4; const float32x4_t vk3x89AB = vld1q_f32(w); w += 4; const float32x4_t vk3xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi3x0123, vk3x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi3x4567, vk3x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi3x89AB, vk3x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi3xCDEF, vk3xCDEF); const float32x4_t vi4x0123 = vld1q_f32(i4); i4 += 4; const float32x4_t vi4x4567 = vld1q_f32(i4); i4 += 4; const float32x4_t vi4x89AB = vld1q_f32(i4); i4 += 4; const float32x4_t vi4xCDEF = vld1q_f32(i4); i4 += 4; const float32x4_t vk4x0123 = vld1q_f32(w); w += 4; const float32x4_t vk4x4567 = vld1q_f32(w); w += 4; const float32x4_t vk4x89AB = vld1q_f32(w); w += 4; const float32x4_t vk4xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi4x4567, vk4x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi4x89AB, vk4x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi4xCDEF, vk4xCDEF); const float32x4_t vi5x0123 = vld1q_f32(i5); i5 += 4; const float32x4_t vi5x4567 = vld1q_f32(i5); i5 += 4; const float32x4_t vi5x89AB = vld1q_f32(i5); i5 += 4; const float32x4_t vi5xCDEF = vld1q_f32(i5); i5 += 4; const float32x4_t vk5x0123 = vld1q_f32(w); w += 4; const float32x4_t vk5x4567 = vld1q_f32(w); w += 4; const float32x4_t vk5x89AB = vld1q_f32(w); w += 4; const float32x4_t vk5xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi5x0123, vk5x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi5x4567, vk5x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi5x89AB, vk5x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi5xCDEF, vk5xCDEF); const float32x4_t vi6x0123 = vld1q_f32(i6); i6 += 4; const float32x4_t vi6x4567 = vld1q_f32(i6); i6 += 4; const float32x4_t vi6x89AB = vld1q_f32(i6); i6 += 4; const float32x4_t vi6xCDEF = vld1q_f32(i6); i6 += 4; const float32x4_t vk6x0123 = vld1q_f32(w); w += 4; const float32x4_t vk6x4567 = vld1q_f32(w); w += 4; const float32x4_t vk6x89AB = vld1q_f32(w); w += 4; const float32x4_t vk6xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi6x4567, vk6x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi6x89AB, vk6x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi6xCDEF, vk6xCDEF); const float32x4_t vi7x0123 = vld1q_f32(i7); i7 += 4; const float32x4_t vi7x4567 = vld1q_f32(i7); i7 += 4; const float32x4_t vi7x89AB = vld1q_f32(i7); i7 += 4; const float32x4_t vi7xCDEF = vld1q_f32(i7); i7 += 4; const float32x4_t vk7x0123 = vld1q_f32(w); w += 4; const float32x4_t vk7x4567 = vld1q_f32(w); w += 4; const float32x4_t vk7x89AB = vld1q_f32(w); w += 4; const float32x4_t vk7xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi7x0123, vk7x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi7x4567, vk7x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi7x89AB, vk7x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi7xCDEF, vk7xCDEF); const float32x4_t vi8x0123 = vld1q_f32(i8); i8 += 4; const float32x4_t vi8x4567 = vld1q_f32(i8); i8 += 4; const float32x4_t vi8x89AB = vld1q_f32(i8); i8 += 4; const float32x4_t vi8xCDEF = vld1q_f32(i8); i8 += 4; const float32x4_t vk8x0123 = vld1q_f32(w); w += 4; const float32x4_t vk8x4567 = vld1q_f32(w); w += 4; const float32x4_t vk8x89AB = vld1q_f32(w); w += 4; const float32x4_t vk8xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi8x4567, vk8x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi8x89AB, vk8x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi8xCDEF, vk8xCDEF); const float32x4_t vi9x0123 = vld1q_f32(i9); i9 += 4; const float32x4_t vi9x4567 = vld1q_f32(i9); i9 += 4; const float32x4_t vi9x89AB = vld1q_f32(i9); i9 += 4; const float32x4_t vi9xCDEF = vld1q_f32(i9); i9 += 4; const float32x4_t vk9x0123 = vld1q_f32(w); w += 4; const float32x4_t vk9x4567 = vld1q_f32(w); w += 4; const float32x4_t vk9x89AB = vld1q_f32(w); w += 4; const float32x4_t vk9xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi9x0123, vk9x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi9x4567, vk9x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi9x89AB, vk9x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi9xCDEF, vk9xCDEF); const float32x4_t vi10x0123 = vld1q_f32(i10); i10 += 4; const float32x4_t vi10x4567 = vld1q_f32(i10); i10 += 4; const float32x4_t vi10x89AB = vld1q_f32(i10); i10 += 4; const float32x4_t vi10xCDEF = vld1q_f32(i10); i10 += 4; const float32x4_t vk10x0123 = vld1q_f32(w); w += 4; const float32x4_t vk10x4567 = vld1q_f32(w); w += 4; const float32x4_t vk10x89AB = vld1q_f32(w); w += 4; const float32x4_t vk10xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi10x0123, vk10x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi10x4567, vk10x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi10x89AB, vk10x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi10xCDEF, vk10xCDEF); const float32x4_t vi11x0123 = vld1q_f32(i11); i11 += 4; const float32x4_t vi11x4567 = vld1q_f32(i11); i11 += 4; const float32x4_t vi11x89AB = vld1q_f32(i11); i11 += 4; const float32x4_t vi11xCDEF = vld1q_f32(i11); i11 += 4; const float32x4_t vk11x0123 = vld1q_f32(w); w += 4; const float32x4_t vk11x4567 = vld1q_f32(w); w += 4; const float32x4_t vk11x89AB = vld1q_f32(w); w += 4; const float32x4_t vk11xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi11x0123, vk11x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi11x4567, vk11x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi11x89AB, vk11x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi11xCDEF, vk11xCDEF); const float32x4_t vi12x0123 = vld1q_f32(i12); i12 += 4; const float32x4_t vi12x4567 = vld1q_f32(i12); i12 += 4; const float32x4_t vi12x89AB = vld1q_f32(i12); i12 += 4; const float32x4_t vi12xCDEF = vld1q_f32(i12); i12 += 4; const float32x4_t vk12x0123 = vld1q_f32(w); w += 4; const float32x4_t vk12x4567 = vld1q_f32(w); w += 4; const float32x4_t vk12x89AB = vld1q_f32(w); w += 4; const float32x4_t vk12xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi12x0123, vk12x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi12x4567, vk12x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi12x89AB, vk12x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi12xCDEF, vk12xCDEF); const float32x4_t vi13x0123 = vld1q_f32(i13); i13 += 4; const float32x4_t vi13x4567 = vld1q_f32(i13); i13 += 4; const float32x4_t vi13x89AB = vld1q_f32(i13); i13 += 4; const float32x4_t vi13xCDEF = vld1q_f32(i13); i13 += 4; const float32x4_t vk13x0123 = vld1q_f32(w); w += 4; const float32x4_t vk13x4567 = vld1q_f32(w); w += 4; const float32x4_t vk13x89AB = vld1q_f32(w); w += 4; const float32x4_t vk13xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi13x0123, vk13x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi13x4567, vk13x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi13x89AB, vk13x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi13xCDEF, vk13xCDEF); const float32x4_t vi14x0123 = vld1q_f32(i14); i14 += 4; const float32x4_t vi14x4567 = vld1q_f32(i14); i14 += 4; const float32x4_t vi14x89AB = vld1q_f32(i14); i14 += 4; const float32x4_t vi14xCDEF = vld1q_f32(i14); i14 += 4; const float32x4_t vk14x0123 = vld1q_f32(w); w += 4; const float32x4_t vk14x4567 = vld1q_f32(w); w += 4; const float32x4_t vk14x89AB = vld1q_f32(w); w += 4; const float32x4_t vk14xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi14x0123, vk14x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi14x4567, vk14x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi14x89AB, vk14x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi14xCDEF, vk14xCDEF); const float32x4_t vi15x0123 = vld1q_f32(i15); i15 += 4; const float32x4_t vi15x4567 = vld1q_f32(i15); i15 += 4; const float32x4_t vi15x89AB = vld1q_f32(i15); i15 += 4; const float32x4_t vi15xCDEF = vld1q_f32(i15); i15 += 4; const float32x4_t vk15x0123 = vld1q_f32(w); w += 4; const float32x4_t vk15x4567 = vld1q_f32(w); w += 4; const float32x4_t vk15x89AB = vld1q_f32(w); w += 4; const float32x4_t vk15xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi15x0123, vk15x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi15x4567, vk15x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi15x89AB, vk15x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi15xCDEF, vk15xCDEF); const float32x4_t vi16x0123 = vld1q_f32(i16); i16 += 4; const float32x4_t vi16x4567 = vld1q_f32(i16); i16 += 4; const float32x4_t vi16x89AB = vld1q_f32(i16); i16 += 4; const float32x4_t vi16xCDEF = vld1q_f32(i16); i16 += 4; const float32x4_t vk16x0123 = vld1q_f32(w); w += 4; const float32x4_t vk16x4567 = vld1q_f32(w); w += 4; const float32x4_t vk16x89AB = vld1q_f32(w); w += 4; const float32x4_t vk16xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi16x0123, vk16x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi16x4567, vk16x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi16x89AB, vk16x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi16xCDEF, vk16xCDEF); const float32x4_t vi17x0123 = vld1q_f32(i17); i17 += 4; const float32x4_t vi17x4567 = vld1q_f32(i17); i17 += 4; const float32x4_t vi17x89AB = vld1q_f32(i17); i17 += 4; const float32x4_t vi17xCDEF = vld1q_f32(i17); i17 += 4; const float32x4_t vk17x0123 = vld1q_f32(w); w += 4; const float32x4_t vk17x4567 = vld1q_f32(w); w += 4; const float32x4_t vk17x89AB = vld1q_f32(w); w += 4; const float32x4_t vk17xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi17x0123, vk17x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi17x4567, vk17x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi17x89AB, vk17x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi17xCDEF, vk17xCDEF); const float32x4_t vi18x0123 = vld1q_f32(i18); i18 += 4; const float32x4_t vi18x4567 = vld1q_f32(i18); i18 += 4; const float32x4_t vi18x89AB = vld1q_f32(i18); i18 += 4; const float32x4_t vi18xCDEF = vld1q_f32(i18); i18 += 4; const float32x4_t vk18x0123 = vld1q_f32(w); w += 4; const float32x4_t vk18x4567 = vld1q_f32(w); w += 4; const float32x4_t vk18x89AB = vld1q_f32(w); w += 4; const float32x4_t vk18xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi18x0123, vk18x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi18x4567, vk18x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi18x89AB, vk18x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi18xCDEF, vk18xCDEF); const float32x4_t vi19x0123 = vld1q_f32(i19); i19 += 4; const float32x4_t vi19x4567 = vld1q_f32(i19); i19 += 4; const float32x4_t vi19x89AB = vld1q_f32(i19); i19 += 4; const float32x4_t vi19xCDEF = vld1q_f32(i19); i19 += 4; const float32x4_t vk19x0123 = vld1q_f32(w); w += 4; const float32x4_t vk19x4567 = vld1q_f32(w); w += 4; const float32x4_t vk19x89AB = vld1q_f32(w); w += 4; const float32x4_t vk19xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi19x0123, vk19x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi19x4567, vk19x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi19x89AB, vk19x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi19xCDEF, vk19xCDEF); const float32x4_t vi20x0123 = vld1q_f32(i20); i20 += 4; const float32x4_t vi20x4567 = vld1q_f32(i20); i20 += 4; const float32x4_t vi20x89AB = vld1q_f32(i20); i20 += 4; const float32x4_t vi20xCDEF = vld1q_f32(i20); i20 += 4; const float32x4_t vk20x0123 = vld1q_f32(w); w += 4; const float32x4_t vk20x4567 = vld1q_f32(w); w += 4; const float32x4_t vk20x89AB = vld1q_f32(w); w += 4; const float32x4_t vk20xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi20x0123, vk20x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi20x4567, vk20x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi20x89AB, vk20x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi20xCDEF, vk20xCDEF); const float32x4_t vi21x0123 = vld1q_f32(i21); i21 += 4; const float32x4_t vi21x4567 = vld1q_f32(i21); i21 += 4; const float32x4_t vi21x89AB = vld1q_f32(i21); i21 += 4; const float32x4_t vi21xCDEF = vld1q_f32(i21); i21 += 4; const float32x4_t vk21x0123 = vld1q_f32(w); w += 4; const float32x4_t vk21x4567 = vld1q_f32(w); w += 4; const float32x4_t vk21x89AB = vld1q_f32(w); w += 4; const float32x4_t vk21xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi21x0123, vk21x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi21x4567, vk21x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi21x89AB, vk21x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi21xCDEF, vk21xCDEF); const float32x4_t vi22x0123 = vld1q_f32(i22); i22 += 4; const float32x4_t vi22x4567 = vld1q_f32(i22); i22 += 4; const float32x4_t vi22x89AB = vld1q_f32(i22); i22 += 4; const float32x4_t vi22xCDEF = vld1q_f32(i22); i22 += 4; const float32x4_t vk22x0123 = vld1q_f32(w); w += 4; const float32x4_t vk22x4567 = vld1q_f32(w); w += 4; const float32x4_t vk22x89AB = vld1q_f32(w); w += 4; const float32x4_t vk22xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi22x0123, vk22x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi22x4567, vk22x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi22x89AB, vk22x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi22xCDEF, vk22xCDEF); const float32x4_t vi23x0123 = vld1q_f32(i23); i23 += 4; const float32x4_t vi23x4567 = vld1q_f32(i23); i23 += 4; const float32x4_t vi23x89AB = vld1q_f32(i23); i23 += 4; const float32x4_t vi23xCDEF = vld1q_f32(i23); i23 += 4; const float32x4_t vk23x0123 = vld1q_f32(w); w += 4; const float32x4_t vk23x4567 = vld1q_f32(w); w += 4; const float32x4_t vk23x89AB = vld1q_f32(w); w += 4; const float32x4_t vk23xCDEF = vld1q_f32(w); w += 4; vacc0123p1 = vfmaq_f32(vacc0123p1, vi23x0123, vk23x0123); vacc4567p1 = vfmaq_f32(vacc4567p1, vi23x4567, vk23x4567); vacc89ABp1 = vfmaq_f32(vacc89ABp1, vi23x89AB, vk23x89AB); vaccCDEFp1 = vfmaq_f32(vaccCDEFp1, vi23xCDEF, vk23xCDEF); const float32x4_t vi24x0123 = vld1q_f32(i24); i24 += 4; const float32x4_t vi24x4567 = vld1q_f32(i24); i24 += 4; const float32x4_t vi24x89AB = vld1q_f32(i24); i24 += 4; const float32x4_t vi24xCDEF = vld1q_f32(i24); i24 += 4; const float32x4_t vk24x0123 = vld1q_f32(w); w += 4; const float32x4_t vk24x4567 = vld1q_f32(w); w += 4; const float32x4_t vk24x89AB = vld1q_f32(w); w += 4; const float32x4_t vk24xCDEF = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi24x0123, vk24x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi24x4567, vk24x4567); vacc89ABp0 = vfmaq_f32(vacc89ABp0, vi24x89AB, vk24x89AB); vaccCDEFp0 = vfmaq_f32(vaccCDEFp0, vi24xCDEF, vk24xCDEF); // Add up all accumulators to vacc0123456789ABCDEFp0 vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1); vacc4567p0 = vaddq_f32(vacc4567p0, vacc4567p1); vacc89ABp0 = vaddq_f32(vacc89ABp0, vacc89ABp1); vaccCDEFp0 = vaddq_f32(vaccCDEFp0, vaccCDEFp1); float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin); float32x4_t vacc4567 = vmaxq_f32(vacc4567p0, vmin); float32x4_t vacc89AB = vmaxq_f32(vacc89ABp0, vmin); float32x4_t vaccCDEF = vmaxq_f32(vaccCDEFp0, vmin); vacc0123 = vminq_f32(vacc0123, vmax); vacc4567 = vminq_f32(vacc4567, vmax); vacc89AB = vminq_f32(vacc89AB, vmax); vaccCDEF = vminq_f32(vaccCDEF, vmax); vst1q_f32(output, vacc0123); output += 4; vst1q_f32(output, vacc4567); output += 4; vst1q_f32(output, vacc89AB); output += 4; vst1q_f32(output, vaccCDEF); output += 4; } for (; c >= 4; c -= 4) { float32x4_t vacc0123p0 = vld1q_f32(w); w += 4; const float32x4_t vi0x0123 = vld1q_f32(i0); i0 += 4; const float32x4_t vk0x0123 = vld1q_f32(w + 12); vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123); const float32x4_t vi1x0123 = vld1q_f32(i1); i1 += 4; const float32x4_t vk1x0123 = vld1q_f32(w + 28); float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123); const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4; const float32x4_t vk2x0123 = vld1q_f32(w + 44); vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123); const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4; const float32x4_t vk3x0123 = vld1q_f32(w + 60); vacc0123p1 = vfmaq_f32(vacc0123p1, vi3x0123, vk3x0123); const float32x4_t vi4x0123 = vld1q_f32(i4); i4 += 4; const float32x4_t vk4x0123 = vld1q_f32(w + 76); vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123); const float32x4_t vi5x0123 = vld1q_f32(i5); i5 += 4; const float32x4_t vk5x0123 = vld1q_f32(w + 92); vacc0123p1 = vfmaq_f32(vacc0123p1, vi5x0123, vk5x0123); const float32x4_t vi6x0123 = vld1q_f32(i6); i6 += 4; const float32x4_t vk6x0123 = vld1q_f32(w + 108); vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123); const float32x4_t vi7x0123 = vld1q_f32(i7); i7 += 4; const float32x4_t vk7x0123 = vld1q_f32(w + 124); vacc0123p1 = vfmaq_f32(vacc0123p1, vi7x0123, vk7x0123); const float32x4_t vi8x0123 = vld1q_f32(i8); i8 += 4; const float32x4_t vk8x0123 = vld1q_f32(w + 140); vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123); const float32x4_t vi9x0123 = vld1q_f32(i9); i9 += 4; const float32x4_t vk9x0123 = vld1q_f32(w + 156); vacc0123p1 = vfmaq_f32(vacc0123p1, vi9x0123, vk9x0123); const float32x4_t vi10x0123 = vld1q_f32(i10); i10 += 4; const float32x4_t vk10x0123 = vld1q_f32(w + 172); vacc0123p0 = vfmaq_f32(vacc0123p0, vi10x0123, vk10x0123); const float32x4_t vi11x0123 = vld1q_f32(i11); i11 += 4; const float32x4_t vk11x0123 = vld1q_f32(w + 188); vacc0123p1 = vfmaq_f32(vacc0123p1, vi11x0123, vk11x0123); const float32x4_t vi12x0123 = vld1q_f32(i12); i12 += 4; const float32x4_t vk12x0123 = vld1q_f32(w + 204); vacc0123p0 = vfmaq_f32(vacc0123p0, vi12x0123, vk12x0123); const float32x4_t vi13x0123 = vld1q_f32(i13); i13 += 4; const float32x4_t vk13x0123 = vld1q_f32(w + 220); vacc0123p1 = vfmaq_f32(vacc0123p1, vi13x0123, vk13x0123); const float32x4_t vi14x0123 = vld1q_f32(i14); i14 += 4; const float32x4_t vk14x0123 = vld1q_f32(w + 236); vacc0123p0 = vfmaq_f32(vacc0123p0, vi14x0123, vk14x0123); const float32x4_t vi15x0123 = vld1q_f32(i15); i15 += 4; const float32x4_t vk15x0123 = vld1q_f32(w + 252); vacc0123p1 = vfmaq_f32(vacc0123p1, vi15x0123, vk15x0123); const float32x4_t vi16x0123 = vld1q_f32(i16); i16 += 4; const float32x4_t vk16x0123 = vld1q_f32(w + 268); vacc0123p0 = vfmaq_f32(vacc0123p0, vi16x0123, vk16x0123); const float32x4_t vi17x0123 = vld1q_f32(i17); i17 += 4; const float32x4_t vk17x0123 = vld1q_f32(w + 284); vacc0123p1 = vfmaq_f32(vacc0123p1, vi17x0123, vk17x0123); const float32x4_t vi18x0123 = vld1q_f32(i18); i18 += 4; const float32x4_t vk18x0123 = vld1q_f32(w + 300); vacc0123p0 = vfmaq_f32(vacc0123p0, vi18x0123, vk18x0123); const float32x4_t vi19x0123 = vld1q_f32(i19); i19 += 4; const float32x4_t vk19x0123 = vld1q_f32(w + 316); vacc0123p1 = vfmaq_f32(vacc0123p1, vi19x0123, vk19x0123); const float32x4_t vi20x0123 = vld1q_f32(i20); i20 += 4; const float32x4_t vk20x0123 = vld1q_f32(w + 332); vacc0123p0 = vfmaq_f32(vacc0123p0, vi20x0123, vk20x0123); const float32x4_t vi21x0123 = vld1q_f32(i21); i21 += 4; const float32x4_t vk21x0123 = vld1q_f32(w + 348); vacc0123p1 = vfmaq_f32(vacc0123p1, vi21x0123, vk21x0123); const float32x4_t vi22x0123 = vld1q_f32(i22); i22 += 4; const float32x4_t vk22x0123 = vld1q_f32(w + 364); vacc0123p0 = vfmaq_f32(vacc0123p0, vi22x0123, vk22x0123); const float32x4_t vi23x0123 = vld1q_f32(i23); i23 += 4; const float32x4_t vk23x0123 = vld1q_f32(w + 380); vacc0123p1 = vfmaq_f32(vacc0123p1, vi23x0123, vk23x0123); const float32x4_t vi24x0123 = vld1q_f32(i24); i24 += 4; const float32x4_t vk24x0123 = vld1q_f32(w + 396); vacc0123p0 = vfmaq_f32(vacc0123p0, vi24x0123, vk24x0123); // Add up all accumulators to vacc0123p0 vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1); float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin); vacc0123 = vminq_f32(vacc0123, vmax); vst1q_f32(output, vacc0123); output += 4; } if XNN_UNLIKELY(c != 0) { float32x4_t vacc0123p0 = vld1q_f32(w); const float32x4_t vi0x0123 = vld1q_f32(i0); const float32x4_t vk0x0123 = vld1q_f32(w + 16); vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123); const float32x4_t vi1x0123 = vld1q_f32(i1); const float32x4_t vk1x0123 = vld1q_f32(w + 32); float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123); const float32x4_t vi2x0123 = vld1q_f32(i2); const float32x4_t vk2x0123 = vld1q_f32(w + 48); vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123); const float32x4_t vi3x0123 = vld1q_f32(i3); const float32x4_t vk3x0123 = vld1q_f32(w + 64); vacc0123p1 = vfmaq_f32(vacc0123p1, vi3x0123, vk3x0123); const float32x4_t vi4x0123 = vld1q_f32(i4); const float32x4_t vk4x0123 = vld1q_f32(w + 80); vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123); const float32x4_t vi5x0123 = vld1q_f32(i5); const float32x4_t vk5x0123 = vld1q_f32(w + 96); vacc0123p1 = vfmaq_f32(vacc0123p1, vi5x0123, vk5x0123); const float32x4_t vi6x0123 = vld1q_f32(i6); const float32x4_t vk6x0123 = vld1q_f32(w + 112); vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123); const float32x4_t vi7x0123 = vld1q_f32(i7); const float32x4_t vk7x0123 = vld1q_f32(w + 128); vacc0123p1 = vfmaq_f32(vacc0123p1, vi7x0123, vk7x0123); const float32x4_t vi8x0123 = vld1q_f32(i8); const float32x4_t vk8x0123 = vld1q_f32(w + 144); vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123); const float32x4_t vi9x0123 = vld1q_f32(i9); const float32x4_t vk9x0123 = vld1q_f32(w + 160); vacc0123p1 = vfmaq_f32(vacc0123p1, vi9x0123, vk9x0123); const float32x4_t vi10x0123 = vld1q_f32(i10); const float32x4_t vk10x0123 = vld1q_f32(w + 176); vacc0123p0 = vfmaq_f32(vacc0123p0, vi10x0123, vk10x0123); const float32x4_t vi11x0123 = vld1q_f32(i11); const float32x4_t vk11x0123 = vld1q_f32(w + 192); vacc0123p1 = vfmaq_f32(vacc0123p1, vi11x0123, vk11x0123); const float32x4_t vi12x0123 = vld1q_f32(i12); const float32x4_t vk12x0123 = vld1q_f32(w + 208); vacc0123p0 = vfmaq_f32(vacc0123p0, vi12x0123, vk12x0123); const float32x4_t vi13x0123 = vld1q_f32(i13); const float32x4_t vk13x0123 = vld1q_f32(w + 224); vacc0123p1 = vfmaq_f32(vacc0123p1, vi13x0123, vk13x0123); const float32x4_t vi14x0123 = vld1q_f32(i14); const float32x4_t vk14x0123 = vld1q_f32(w + 240); vacc0123p0 = vfmaq_f32(vacc0123p0, vi14x0123, vk14x0123); const float32x4_t vi15x0123 = vld1q_f32(i15); const float32x4_t vk15x0123 = vld1q_f32(w + 256); vacc0123p1 = vfmaq_f32(vacc0123p1, vi15x0123, vk15x0123); const float32x4_t vi16x0123 = vld1q_f32(i16); const float32x4_t vk16x0123 = vld1q_f32(w + 272); vacc0123p0 = vfmaq_f32(vacc0123p0, vi16x0123, vk16x0123); const float32x4_t vi17x0123 = vld1q_f32(i17); const float32x4_t vk17x0123 = vld1q_f32(w + 288); vacc0123p1 = vfmaq_f32(vacc0123p1, vi17x0123, vk17x0123); const float32x4_t vi18x0123 = vld1q_f32(i18); const float32x4_t vk18x0123 = vld1q_f32(w + 304); vacc0123p0 = vfmaq_f32(vacc0123p0, vi18x0123, vk18x0123); const float32x4_t vi19x0123 = vld1q_f32(i19); const float32x4_t vk19x0123 = vld1q_f32(w + 320); vacc0123p1 = vfmaq_f32(vacc0123p1, vi19x0123, vk19x0123); const float32x4_t vi20x0123 = vld1q_f32(i20); const float32x4_t vk20x0123 = vld1q_f32(w + 336); vacc0123p0 = vfmaq_f32(vacc0123p0, vi20x0123, vk20x0123); const float32x4_t vi21x0123 = vld1q_f32(i21); const float32x4_t vk21x0123 = vld1q_f32(w + 352); vacc0123p1 = vfmaq_f32(vacc0123p1, vi21x0123, vk21x0123); const float32x4_t vi22x0123 = vld1q_f32(i22); const float32x4_t vk22x0123 = vld1q_f32(w + 368); vacc0123p0 = vfmaq_f32(vacc0123p0, vi22x0123, vk22x0123); const float32x4_t vi23x0123 = vld1q_f32(i23); const float32x4_t vk23x0123 = vld1q_f32(w + 384); vacc0123p1 = vfmaq_f32(vacc0123p1, vi23x0123, vk23x0123); const float32x4_t vi24x0123 = vld1q_f32(i24); const float32x4_t vk24x0123 = vld1q_f32(w + 400); vacc0123p0 = vfmaq_f32(vacc0123p0, vi24x0123, vk24x0123); // Add up all accumulators to vacc0123p0 vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1); float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin); vacc0123 = vminq_f32(vacc0123, vmax); float32x2_t vacc01 = vget_low_f32(vacc0123); if (c & 2) { vst1_f32(output, vacc01); output += 2; vacc01 = vget_high_f32(vacc0123); } if (c & 1) { vst1_lane_f32(output, vacc01, 0); output += 1; } } output = (float*) ((uintptr_t) output + output_increment); } while (--output_width != 0); }